The AI ecosystem, especially in recent years, has been experiencing rapid growth and diversification; however, this growth has also brought significant incompatibility issues. Microservice Communication Protocol (MCP) steps in precisely at this point, becoming a fundamental protocol that enables different AI models and services to communicate with...